Transcript Highlights:

• Essentially, the way we run this algorithm is each institution comes up with a percent share of whatever
• the way we universities essentially um the way we run<01:13:42.159> this<01:13:42.400> algorithm
• <01:13:43.400> is<01:13:43.639> is<01:13:43.800> each run this algorithm is
• is each run this algorithm is is each institution<01:13:44.679> comes<01:13:44.920> up<

Keywords: 919, house, all

Summary: Minnesota State Colleges and Universities presented an overview of the system and several budget riders. Board Chair George Soul described the system’s structure, noting 26 colleges and seven universities governed by a 15-member board, and emphasized that Minnesota State serves about 270,000 students annually, including many students of color, adult learners, Pell-eligible students, first-generation students, and veterans. He highlighted the system’s workforce role, saying it offers more than 4,000 programs, extensive employer partnerships, and that 86% of graduates find jobs in their field or a related field. He then turned the presentation over to system staff to discuss specific funding requests. Associate Vice Chancellor Kim Lynch focused on the Z-degree textbook program, which supports zero-textbook-cost courses and degrees. She said prior legislative support has produced about $3.1 million in savings in academic year 2024 and more than $12.6 million in aggregate savings, with 10 colleges now offering Z degrees and 12 more on track or exploring implementation. She described the program’s use of open educational resources, instructional design support, and library resources to fill gaps where free materials are not available, and said students save roughly $7 to $10 for every $1 invested. Members praised the program and asked about its expansion. Associate Vice Chancellor Paul Shepard discussed student support funding, including a centralized basic needs resource hub, the Mantra Health mental health platform, and the emergency grant program. He said student surveys showed significant food, housing, and homelessness insecurity, and that the basic needs hub has served over 2,400 students with a 97% positive response rate. He said Mantra provides telecounseling, peer support, self-paced courses, and crisis support, and clarified in response to questions that it is not AI-driven and does not sell student data; general usage data is collected, and follow-up with campus counselors occurs only at the student’s request. He also said the emergency grant program has distributed over $3 million to more than 4,800 students, with grants averaging just under $700, and that campuses use application review and recordkeeping to manage repeat requests. Members asked about counselor staffing, data privacy, and grant safeguards. The final item addressed sexual assault reporting and prevention funding. System staff said the appropriation supports technology infrastructure for statutory reporting, case management for investigations, campus prevention training, and professional development for Title IX coordinators and related staff. They noted that the statutory student training requirement is funded by individual colleges and universities, not by this appropriation. No formal votes were taken in the portion of the meeting provided.

Transcript Highlights:

• Does the department verify that those algorithms are actually based on numbers of bets being placed?
• odds are just numbers with flashing lights on their phone does the department verify that those algorithms

Keywords: 1182, all

Summary: The committee first heard the Arizona Auditor General’s sunset review of the Arizona Barbering and Cosmetology Board. The audit found some strengths, including timely licensing and complaint resolution in the sample reviewed and rules that matched statutory curriculum requirements, but it also identified a major finding that the board had imposed inconsistent discipline for similar violations and lacked documentation for deviations from its disciplinary guidelines. Other issues included missing reciprocity education requirements, weak application quality control, incomplete school and establishment oversight, and compliance concerns involving open meeting law, public records, and conflicts of interest. The report made 25 recommendations total, including two tied to the disciplinary finding and three suggested statutory changes on esthetics scope of practice, cease-and-desist authority, and eyelash technician training. The board’s executive director said the board agreed with the findings, had already implemented several recommendations, updated disciplinary policies and conflict-of-interest procedures, and was working on legislation and rule changes. After questions about enforcement consistency, licensing verification, cash handling, complaint volume, and conflict disclosures, the committee voted 7-0 to recommend the board be continued for six years, until July 1, 2032. The committee then took up the Arizona Department of Gaming, the Arizona Racing Commission, and the Arizona Boxing and Mixed Martial Arts Commission together. The Auditor General reported that the department correctly distributed more than $158 million in tribal contributions in fiscal year 2024 and issued event wagering licenses to reviewed applicants, but found several problems: the department did not consistently obtain and review independent audit reports for event wagering and fantasy sports operators, did not fully comply with conflict-of-interest disclosure requirements, and lacked comprehensive complaint-handling processes. The review also found delays in distributing Compact Trust Fund payments to some tribes, gaps in IT security and horse-racing license checks, and incomplete fee-setting and public-records practices. The report made 36 recommendations to the department, six to the Racing Commission, and 13 to the Boxing and MMA Commission, and all three entities said they agreed and would implement them. In response, the Department of Gaming director said the agency was already making changes, including a historical look-back on operator audits, updated guidance to operators, a new constituent services unit and complaint-tracking process, and improved conflict-of-interest training and forms. She also explained the Compact Trust Fund dispute, saying the department administers the fund but the beneficiary tribes must agree on the revenue baseline formula, which has been complicated by COVID-era closures; no Category Three distributions had yet been made. Committee members asked about possible revenue losses, penalties, and the status of 2024-2025 audits, as well as prediction markets and whether they are legal under Arizona’s event wagering framework. The director said the department had issued cease-and-desist letters to unlicensed prediction-market operators, would review licensed operators for suitability if needed, and would continue to enforce Arizona law. The transcript ends while questioning on prediction markets is still underway, before any vote on the gaming-related reviews is shown.

Transcript Highlights:

• For years, companies have been using illegal price-fixing algorithms that have created market monopolies
• It's time our laws catch up to the technology so our constituents don't literally pay the price.
• Members, if competition sits across the table and fixes prices, you know, that's illegal.
• It's about creating a fair market where prices are set through competition, not collusion.
• Dynamic pricing, I will note, is not a new concept.

Summary: The Assembly met on May 23, 2025, established a quorum after a roll call, and proceeded through a long House of Origin floor session with prayers, the Pledge of Allegiance, and routine parliamentary actions. Early in the day, a motion by Assembly Member Gallagher to suspend the rules and take up AB 12 immediately failed on a 18-39 vote. The chamber then moved through the daily file, with many measures passing by wide margins, often with bipartisan support and little or no opposition. Among the notable bills discussed were measures on law enforcement oversight and records access (AB 847), CalFresh data-sharing exemptions (AB 593), campus-area housing for students and staff (AB 893), insurance and wildfire hardening updates (AB 1), missing middle housing code changes (AB 6), tribal peace officer status in a pilot program (AB 31), utility bill analysis before new mandates (AB 61), fairgrounds funding (AB 258), Diwali as a state holiday (AB 268), labor and worker organizing rights (AB 288), algorithmic price-fixing and antitrust enforcement (AB 325), elections and jail voter information (AB 331), protections for judges and court personnel (AB 343 and AB 352), school construction procurement (AB 361), school-zone speed limits (AB 382), transit worker protections (AB 394), blue carbon coastal mitigation (AB 399), K-9 standards for law enforcement (AB 400), livestock carcass composting (AB 411), translation of housing materials (AB 413), immigrant educational rights notices (AB 419), gun violence restraining order implementation (AB 451), special education and child care measures (AB 560 and AB 563), cannabis tax relief (AB 564), and disability access protections for businesses (AB 649). Several bills addressed housing, energy, public health, and public safety, and many authors emphasized affordability, transparency, and administrative efficiency. The session also included several ceremonial or recognition items, including ACR 73 declaring Italian American Heritage Month, which was adopted by voice vote after 65 coauthors were added. Most measures were approved overwhelmingly, though a few drew some dissent, including AB 421? no—AB 399 passed 42-30, AB 450 passed 49-6, AB 461 passed 49-8, and AB 621 passed 58-0. The transcript ends partway through AB 772, which was introduced as an educational equity bill addressing cyberbullying after school hours, but the remainder of that item is not included in the provided text.

Transcript Highlights:

• There were different pricing structures.
• of the bond Value of the sale price of the bonds.
• And we drove the price down massively on that, massively.
• I like almost a 50% cost reduction over. standard wholesale pricing.
• The vendors pay a percentage fee on the price that they sell it to the man.

Keywords: 1184, house, all

Transcript Highlights:

• 12.040> of<00:16:12.120> the<00:16:12.360> most For 100 years, and most of the algorithms

Keywords: 918, senate, all

Summary: The committee took up H.F. 4188, the Commerce and Consumer Protection Policy Omnibus, and moved through a series of agreed-upon motions to adopt various House and Senate language articles and sections. The adopted provisions covered a wide range of topics, including residential mortgage loan servicing standards, student loan borrower protections, rental home marketplace guarantees, group coverage cancellation, limited lines travel insurance, insurance lead generators, collection agency and credit services organization definitions, proof of identification requirements, scrap metal copper licensing, technical changes to ASTM references and report filings, securities-related provisions, unclaimed property issues involving virtual currency and funeral prepayment funds, repeal of the prescription drug affordability advisory council, reinsurance program changes, and health insurance reporting and oversight provisions. Most motions were adopted without opposition after brief staff explanations and member encouragements to vote yes. In the health-related sections, the committee adopted language requiring insurers and nonprofit health service plan corporations to notify the Commissioner of Commerce about significant enrollment increases, expanding access to all-payer claims data for oversight, and requiring the sharing of PBM annual transparency reports with the Commissioner of Health. The committee also adopted language on artificial intelligence in utilization review, initially defining AI and prohibiting exclusive reliance on AI for adverse coverage determinations. Representative Elkins then offered an amendment to remove the specific AI definition and replace it with broader language referring to automated processing, arguing that technology-neutral drafting is more durable and that a human must remain in the loop for coverage denials; the amendment was adopted. After the agreed-upon items were completed, members indicated the chairs would huddle to work on the remaining issues and return after recess. The meeting then recessed to the call of the chair.

Transcript Highlights:

• And our algorithms, which is how we distribute services to our clients and how we build their budgets

Summary: The Committee on Children, Families, and Elder Affairs heard and advanced several bills and confirmations. SB 1016, on medical assistance eligibility for working persons with disabilities, was amended to remove automatic enrollment and to improve information sharing between AHCA and DCF; supporters said the bill codifies an existing program that helps developmentally disabled adults work without losing Medicaid coverage, and the committee reported the bill favorably. SB 1002, on temporary custody of minor children, was amended to focus on substance abuse as a pathway for court intervention when parental drug abuse creates ongoing risk to a child, and it was also reported favorably. SB 1594, on veteran benefit payments for minor clients in foster care, would ensure military benefits accessed for foster youth are preserved for post-secondary education or aftercare rather than used as reimbursement to agencies; it passed favorably without amendment. The committee also considered SB 1630 on aging and disability services, a broad modernization bill covering long-term care screening, emergency continuity of care, area agency oversight, Alzheimer’s services, home care, and guardianship reforms. Two amendments were adopted, including one on competitive procurement and another allowing area agencies on aging to directly provide core services during emergencies with department approval. Supporters emphasized caregiver navigation, dementia training, and service continuity, and the bill was reported favorably. SB 1030 on substance abuse services/recovery residences was taken up with a substitute amendment that narrowed transfer definitions, required faster licensure action for existing providers adding levels of care, and limited credentialing entities’ access to resident medical records; stakeholders said further work was needed, but the committee still reported the bill favorably. The committee also heard the nomination of Robert Astellos to lead the Agency for Persons with Disabilities. He outlined priorities including reducing the pre-enrollment list, improving transparency and family involvement, strengthening customer service, and streamlining agency processes. Several disability and provider organizations appeared in support, and the committee voted to recommend his confirmation. The committee then recommended confirmation of the appointees on tabs 7 through 10 by a single favorable vote, and adjourned at the end of the meeting.

Transcript Highlights:

• That's why I introduced the Stop Price Gouging in Grocery Stores Act to crack down on these crooked pricing
• We all deserve jack up their prices.
• and<02:20:03.040> dignity, fair prices, transparency, and dignity, fair prices, transparency
• please support me on the stop price please support me on the stop price gouging<02:20:11.200>
• And I'll tell you what that price looks like.

Keywords: U.S. House of Representatives Floor Proceedings on Thursday, May 21, 2026, 1012, house, all

Transcript Highlights:

• I would like to be able to speak to that, but unfortunately I'm not sure of their algorithm on figuring
• I would like to be able to speak to that, but unfortunately I'm not sure of their algorithm on figuring
• And then the paid lunch prices are configured at the local level. And then what's the state lunch?
• are configured at the paid lunch prices are configured at the<00:21:12.480> local<00:21:12.840
• charged across the state for of prices charged across the state for what<01:06:19.599> appear

Keywords: 928, house, all

Summary: The Department of Education’s Bureau of Wellness and Nutrition presented an overview of the school meal and child nutrition programs it administers, including the National School Lunch Program, Fresh Fruit and Vegetable Program, Community Eligibility Provision (CEP), After School Snack Program, Child and Adult Care Food Program, Summer Food Service Program, and Special Milk Program. Staff explained which programs are federally funded through USDA, which have state matching funds, and how reimbursement rates are set for different programs and fiscal years. They also walked the committee through a packet showing reimbursement tables, state and federal funding totals, and eligibility data. Members focused much of their questioning on how state and federal reimbursements work for lunch and breakfast, why lunch is shown as a state match while breakfast has meal-based breakdowns, and how the department allocates funds in the budget. The department explained that lunch uses a set state match tied to federal requirements, while breakfast reimbursement is based on meals served. They also reviewed FY 22-24 funding trends, noting higher federal spending during COVID-era waivers and lower amounts as those waivers ended. A committee member asked for the data in Excel and the department agreed to provide it. The discussion also covered summer meal programs and the distinction between the Summer Food Service Program and Summer EBT. Staff explained that SFSP provides meals at approved open or closed sites, while Summer EBT is a separate DHHS-run benefit program that provides funds to families; the two programs coordinate through data sharing but are not the same. Members also discussed CEP, with staff explaining that New Hampshire currently has three schools participating, that the qualifying threshold was reduced from 40% to 25% identified students, and that districts must cover the non-federal share with non-federal funds. No votes or formal actions were taken during the meeting.

Transcript Highlights:

• The second is on markets and pricing.
• observation I want to point you at is when you look at these different ways of acquiring data, the pricing
• The pricing scheme is actually very, very different across them, right?
• or data acquisition becomes more complicated, we should think about these very different ways of pricing
• And the selection algorithm, which I won’t get into, is randomized but deterministic.

Summary: The Senate Judiciary Committee and Assembly Privacy and Consumer Protection Committee held an informational hearing at Stanford on the intersection of artificial intelligence, copyright, transparency, and California’s creative economy. Chairs and members emphasized that the hearing was not on a specific bill and no vote would be taken. Opening remarks framed the issue as balancing protection for artists and other rights holders with the need to keep AI innovation and related economic activity thriving in California, while noting that federal action is unlikely and that state policy may influence national standards. The first panel featured Professor Pamela Samuelson and Stanford researcher Rishi Bommasani. Samuelson reviewed the current copyright litigation landscape, including dozens of lawsuits over AI training, and explained the fair use framework, the Google Books precedent, and the uncertainty around newer theories such as market dilution. She said states can likely regulate transparency, deepfakes, privacy, and safety, but warned that some proposals may be preempted by federal copyright law. Bommasani described widespread opacity around training data among major California AI companies, discussed AB 2013 and the EU AI Act as transparency models, and identified gaps in disclosure design, enforcement, and whether transparency alone can address copyright and IP concerns. Members asked about open-source models, opt-outs, machine unlearning, user data, and state options for protecting creators. The second panel included SAG-AFTRA board member Jason George, Animation Guild president Danny Lynn, and OpenAI copyright counsel Mark Gray. George and Lynn argued that AI training on performers’ and artists’ work without consent or compensation threatens jobs, bargaining power, and reputations, and they supported stronger transparency and licensing requirements so creators can identify when their work is used. Gray said AI is already being used as a productivity tool and highlighted partnerships between AI companies and publishers, record labels, and studios, while arguing that specific harmful uses such as deepfakes should be regulated directly rather than restricting general-purpose AI development. Committee members discussed labeling and watermarking of AI-generated content, transparency around model use, and whether state law should require more detailed disclosure of training data; no formal action was taken.

Transcript Highlights:

• For years, companies have been using illegal price fixing algorithms that have created market monopolies
• Members, if competition sits across the table and fixes prices, you know that's illegal.
• It's about creating a fair market where prices are set through competition, not collusion.
• As we see the rapid rates of land access and soaring land prices.
• Dynamic pricing, I will note, is not a new concept.

Keywords: 988, house, all

Transcript Highlights:

• federal government, not being able to get better interest rates, not being able to bond at better prices
• federal government, not being able to get better interest rates, not being able to bond at better prices
• about taxes and the average market rate in existing statute, average market rate means the average price
• as determined by the average price as determined by the department<04:38:32.080> on<04:38:32.199
• that AI chatbots use to and algorithms that AI chatbots use to addict<05:32:18.920> and<05:32

Keywords: 981, all

Summary: The Senate was in session with a quorum present, approved the journal, and received several committee and House messages before moving through a long third-reading calendar. The chamber also paused for multiple personal privilege recognitions, including welcoming community guests and students, and a lighthearted update that Senator Sullivan’s missing stuffed “Chip” had been found. The majority leader later moved to lay over the remaining third-reading bills until later in the day, and the Senate also laid over special-order second reading bills until after third reading. On third reading, the Senate passed Senate Bill 185 and a series of House bills, including HB 1342 on bear-luring behavior, HB 1269 on transit access, HB 1225 on distributed energy resources, HB 1233 on property tax procedures for nonresidential property, HB 1414 on medical records held by certain health care entities, HB 1256 on release procedures from the Department of Corrections, HB 1004 on a child care income tax credit, HB 1014 extending the Colorado Job Growth Incentive Tax Credit, HB 1111 creating a pesticide product disposal and container recycling program, and HB 1287 continuing certain Division of Real Estate regulatory functions. HB 1206 was laid over to Monday, and SB 193 was laid over to the bottom of the calendar. Several of these bills passed with notable no votes from minority members, while others passed with broad support. The Committee of the Whole then took up House Bill 1276, a bill concerning protections for immigrants in Colorado and related appropriations. Senator Weisman explained and the committee adopted two amendments: one extending the deadline for peace officer training from July 1 to December 31, 2027, and another clarifying that a certification requirement would not apply to the judicial branch’s e-filing system but would continue to apply to other judicial data systems. Senator Judah spoke strongly in support of the bill, arguing it was about government accountability, privacy, and conditions in detention facilities. The committee adopted both amendments and then adopted HB 1276. The committee also considered House Bill 1419, dealing with the overall refund amount for state revenues above the TABOR spending limit. Senator Bridges presented the committee report, and Senator Kirkmeyer spoke in opposition, arguing the bill was an unnecessary maneuver to retroactively alter accounting and TABOR refund calculations despite prior compliance and a clean audit opinion. After debate, the committee report was adopted and the bill was taken up for further discussion, with the transcript ending amid that debate.

Transcript Highlights:

• AI is rapidly changing the world, and when combined with social media algorithms, is creating societal
• AI is rapidly changing the world, and when combined with social media algorithms, is creating societal

Summary: The Senate convened with a quorum, opening prayer, Pledge of Allegiance, and several introductions, including guests from the press, Florida State women’s soccer, and former Senator Janet Cruz. Members also announced there would be no conference that weekend. The chamber then moved to the special order calendar and began taking up a series of bills, often substituting House companions and proceeding quickly to third reading and final passage. Among the measures approved were bills modernizing trust settlement and trustee discharge procedures; revising military affairs laws, including leave protections, retirement eligibility, and assistance programs; creating uniform cash-rounding rules as Florida prepares for the end of the penny; refining podiatric medicine rules on cellular/tissue-based products and informed consent; expanding veterans’ court access statewide; clarifying RV park special assessments; establishing concurrent state-federal jurisdiction for juveniles on military installations; reauthorizing alcoholic beverage loss deductions; and revising bail bond and pretrial release laws, including training, electronic notices, forfeiture timing, and related procedures. Members also passed bills on eyewear insurance licensing, expanding the Linking Industry to Nursing Education Fund into health science education, streamlining recovery residence regulation, enhancing felony battery penalties, and updating child welfare rules to reduce repeated background checks, make the Step Into Success program permanent, and create a best-practices program. Several bills drew brief supportive remarks, especially those affecting veterans, the National Guard, foster youth, and military families. One bail bond bill prompted questions about charitable bail bonds, with the sponsor stating the current statute would remain unchanged. Most bills passed unanimously or near-unanimously; the bail bond measure passed 36-1, while the others noted here passed with no or minimal opposition. The Senate also adopted an amendment to the military affairs bill and a delete-all amendment to the military-installation jurisdiction bill before final passage. A major portion of the meeting was devoted to honoring Senate Democratic Leader Lori Berman on her farewell. Members from both parties offered extended remarks praising her leadership, preparation, collegiality, advocacy on issues such as voting rights, women’s rights, Israel, anti-Semitism, breast cancer, school safety, and family law, and her effectiveness in committee and on the floor. Berman delivered an extended farewell speech reflecting on her 16 years in the Legislature, her family, her district, and her legislative priorities, and the Senate ordered her remarks spread upon the journal before recessing and later returning to continue the calendar.

Transcript Highlights:

• Uh, I'm actually best known as the lead author of a book called *Introduction to Algorithms*.
• Uh, it was more in algorithms and systems.
• Uh, it was more in algorithms and systems.
• And several years ago, many years ago, there was an algorithm that came out.
• there was an algorithm that came out. there was an algorithm that came out.

Keywords: 1189, house, all

Transcript Highlights:

• the map drawn by the map makers that we heard from by hand, or did they use any sort of outside algorithms
• time when Floridians are struggling with real everyday challenges, the rising cost of living, fuel prices
• Fuel prices, grocery bills, property insurance, and access to health care remain pressing concerns for

Summary: The Senate convened in special session and took up Senate Bill 8D, later substituted with House Bill 1D, both establishing Florida’s congressional districts. The sponsor, Senator Gates, explained that the Governor had transmitted a proposed redistricting plan on short notice and argued that mid-decade congressional redistricting is legally permissible, citing population growth and the Governor’s view that race-based provisions in the Fair Districts Amendment are unconstitutional. He repeatedly said the Legislature was not being asked to prove the Governor’s legal theory, only to consider the proposal, and noted that no amendments were offered. A lengthy question-and-answer period followed, with senators raising concerns about the rushed process, lack of statewide public hearings, and the map’s effects on minority communities, compactness, communities of interest, and partisan fairness. Senators questioned whether the map cracked Latino and Black communities, whether partisan data was used, whether the Governor’s office had outside consultants, and whether the plan complied with the Florida Constitution, the Fair Districts Amendment, and the Voting Rights Act. Gates generally deferred on legal conclusions, said the Governor’s representatives had testified the map was race-neutral and used political data only as one factor, and emphasized that any constitutional challenge would be for the courts. After a motion to temporarily postpone failed by a recorded vote of 12 yeas to 23 nays, the Senate continued debate. Senators Rouson, Bernard, and others spoke in opposition, arguing the proposal was rushed, partisan, and harmful to communities of interest and minority voting power. Gates maintained that the Governor had a constitutional prerogative to propose the map and that the Legislature could accept, reject, or amend it. The House companion bill was then substituted for the Senate bill, read a third time, and the chamber moved into final debate on the congressional redistricting plan.

Transcript Highlights:

• the map drawn by the map makers that we heard from by hand, or did they use any sort of outside algorithms
• time when Floridians are struggling with real everyday challenges: the rising cost of living, fuel prices
• , grocery bills, Fuel prices, grocery bills, property insurance, and access to health care remain pressing

Keywords: 998, house, all

Transcript Highlights:

• the map drawn by the mapmakers that we heard from by hand, or did they use any sort of outside algorithms
• time when Floridians are struggling with real everyday challenges: the rising cost of living, fuel prices
• Fuel prices, grocery bills, property insurance, and access to health care remain pressing concerns for

Keywords: 999, senate, all

Transcript Highlights:

• heard in the subcommittee about the CalRx initiative, which is aimed at tackling the unsustainable prices
• my commitment that we will be examining all of the cost drivers, whether they're prescription drug prices
• managed care plans licensed under the Knox-Keene Act are allowed to use artificial intelligence algorithms

Keywords: 988, house, all

Transcript Highlights:

• And as mentioned, there is going to be a quality-driven auto algorithm that we've noticed all the plans

Transcript Highlights:

• This will in turn make energy prices affordable and reliable, creating jobs.
• This will in turn make energy prices This will in turn make energy prices affordable<02:08:43.199
• , infrastructure, leading to lower prices, infrastructure, leading to lower prices, which<02:08:58.000
• Tariffs are driving up prices.
• Looming Tariffs are driving up prices.

Keywords: U.S. House of Representatives Floor Proceedings on Wednesday, November 19, 2025, 1012, house, all

Transcript Highlights:

• IT'S LOOKING AT US REVISING THE ALGORITHM, IS LOOKING AT US GOING TO THE EYE CONNECT PROGRAM AND FIXING